SOTAVerified

Audio Generation

Audio generation (synthesis) is the task of generating raw audio such as speech.

( Image credit: MelNet )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–160 of 270 papers

TitleStatusHype
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based ControlsCode1
Fast Timing-Conditioned Latent Audio DiffusionCode7
Analyzing Neural Network-Based Generative Diffusion Models through Convex Optimization—0
Bass Accompaniment Generation via Latent Diffusion—0
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial NetworksCode2
T-FOLEY: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound SynthesisCode1
ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering—0
Masked Audio Generation using a Single Non-Autoregressive Transformer—0
Auffusion: Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio GenerationCode2
Efficient Parallel Audio Generation using Group Masked Language Modeling—0
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All datasetsAudioCapsClassical music, 5 seconds at 12 kHzSymphony music

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AudioGenFD_openl3185.53—Unverified
2AudioLDM2-largeFD_openl3158.04—Unverified
3Stable Audio 2.0FD_openl3110.62—Unverified
4Stable AudioFD_openl3103.66—Unverified
5ETTAFD_openl380.13—Unverified
6TangoFlux-baseFD_openl379.7—Unverified
7Stable Audio OpenFD_openl378.24—Unverified
8TangoFluxFD_openl375.1—Unverified
9ETTA-FT-AC-100kFD_openl361.79—Unverified
10DiffsoundFAD7.75—Unverified
#ModelMetricClaimedVerifiedStatus
1VAB-Encodec (Ours)Bits per byte40—Unverified
2Sparse Transformer 152M (strided)Bits per byte1.97—Unverified
#ModelMetricClaimedVerifiedStatus
1SymphonyNet Human listening average results3.5—Unverified